← ClaudeAtlas

multi-model-councillisted

Stop trusting one model's answer on work that's expensive to get wrong. Send the same task to two or three models, have them independently judge it against a rubric you wrote, surface where they disagree, and take the version they converge on — majority decides, or you break the tie. One model can be confidently, fluently wrong; a council catches that before it reaches a client. Use for high-stakes work where a mistake costs real money — a repricing memo, a positioning call, a strategy or audit that goes to a client — when you've been burned by a confident answer that turned out wrong, or when you're on Level 7 and want the "route it to a council, not one opinion" step done right.
search-atlas-group/amm-founding-circle · ★ 0 · AI & Automation · score 72
Install: claude install-skill search-atlas-group/amm-founding-circle
# multi-model-council **The problem this solves:** a single model gives you one answer, states it with total confidence, and you're the only thing standing between a confident mistake and your client. Most of the time it's right. But on the work that's *expensive* to get wrong — the memo that reprices a retainer, the positioning call, the audit a client will act on — "most of the time" isn't good enough, and when you're busy, nothing catches the miss. You become the sole reviewer exactly when you have the least attention to spare. `multi-model-council` fixes that by refusing to trust a single answer on work that matters. You send the same task to **two or three different models**, each judges it independently **against a rubric you wrote**, the council **surfaces where they disagree**, and you take the version they converge on — majority rules, or you break the tie with the disagreement laid out in front of you. It's the cheapest insurance you can buy on high-stakes work: a second and third opinion that actively pick each other apart catch the fluent, confident mistake before it ever leaves your desk. And once it's working for you, it's the moment the *team* goes agentic — the quality bar stops depending on you being the one who looks. > The plumbing that reaches several models lives in `cli-llm-routing` — the skill that routes a task to different model CLIs for a second opinion or a skeptical review. `multi-model-council` is the **pattern** built on top of it: not just "a